Company Filing History:
Years Active: 2023-2024
Title: Innovations by Inventor Patricia Grao Gil
Introduction
Patricia Grao Gil is an accomplished inventor based in Seattle, WA, known for her significant contributions to the field of automated machine learning. With a total of two patents to her name, she has developed innovative techniques that are transforming how machine learning (ML) pipelines are created and utilized in various applications.
Latest Patents
Patricia's notable patents include the groundbreaking work on "Automated Machine Learning Pipeline Exploration and Deployment." This patent describes advanced techniques that allow for the automated generation of ML pipelines. Users can easily construct optimized ML pipelines by simply providing a dataset, identifying a target column, and setting an exploration budget. The system can identify multiple candidate ML pipelines that are evaluated through an exploration process. Ultimately, the best-performing ML pipeline can be provided to the user or deployed for production inference. Additionally, users have the flexibility to configure, monitor, and adjust the exploration process at various stages.
Career Highlights
Patricia has established her career at Amazon Technologies, Inc., where she leverages her expertise in machine learning and artificial intelligence to drive technological advancements. Her work at Amazon plays a crucial role in enhancing the efficiency and effectiveness of automated systems within the organization.
Collaborations
Throughout her career, Patricia has collaborated with talented professionals like Piali Das and Leo Parker Dirac. These collaborations have allowed her to push the boundaries of innovation in machine learning, contributing to her success as a leading inventor in her field.
Conclusion
With her remarkable inventions and a strong presence at Amazon Technologies, Patricia Grao Gil is making significant strides in the world of automated machine learning. Her patents not only showcase her technical prowess but also her commitment to advancing technology for practical applications.